通过知识地图监测一个研究团体的状态

P. Velardi, A. Cucchiarelli, Fulvio D'Antonio
{"title":"通过知识地图监测一个研究团体的状态","authors":"P. Velardi, A. Cucchiarelli, Fulvio D'Antonio","doi":"10.3233/WIA-2008-0141","DOIUrl":null,"url":null,"abstract":"The NoE (Network of Excellence) INTEROP is an instrument for strengthening the excellence of European research in interoperability of enterprise applications, by bringing together the complementary competences required to develop interoperability in a more global and innovative way. One of the main objectives of INTEROP was to build a so-called “Knowledge Map” (KMap) of partner competences, a competency management system used to perform a periodic diagnostic of the extent of the research collaboration and coordination among the NoE members. The aim was to monitor the status of research in the field of interoperability through a web-based platform that allows the user to retrieve information according to his/her actual need in a specific situation. In the KMap, the information is semantically indexed and retrieved through a domain ontology, which was semi-automatically created using a novel methodology, based on interleaved machine learning and collaborative validation phases. This paper describes the architecture of the KMap and provides a qualitative and quantitative evaluation of the advantages of a semantically indexed knowledge base as a means to improve information accessibility and network analysis.","PeriodicalId":263450,"journal":{"name":"Web Intell. Agent Syst.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Monitoring the status of a research community through a Knowledge Map\",\"authors\":\"P. Velardi, A. Cucchiarelli, Fulvio D'Antonio\",\"doi\":\"10.3233/WIA-2008-0141\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The NoE (Network of Excellence) INTEROP is an instrument for strengthening the excellence of European research in interoperability of enterprise applications, by bringing together the complementary competences required to develop interoperability in a more global and innovative way. One of the main objectives of INTEROP was to build a so-called “Knowledge Map” (KMap) of partner competences, a competency management system used to perform a periodic diagnostic of the extent of the research collaboration and coordination among the NoE members. The aim was to monitor the status of research in the field of interoperability through a web-based platform that allows the user to retrieve information according to his/her actual need in a specific situation. In the KMap, the information is semantically indexed and retrieved through a domain ontology, which was semi-automatically created using a novel methodology, based on interleaved machine learning and collaborative validation phases. This paper describes the architecture of the KMap and provides a qualitative and quantitative evaluation of the advantages of a semantically indexed knowledge base as a means to improve information accessibility and network analysis.\",\"PeriodicalId\":263450,\"journal\":{\"name\":\"Web Intell. Agent Syst.\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Web Intell. Agent Syst.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3233/WIA-2008-0141\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Web Intell. Agent Syst.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3233/WIA-2008-0141","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

NoE(卓越网络)INTEROP是加强欧洲在企业应用互操作性方面的卓越研究的工具,通过汇集以更全球化和创新的方式开发互操作性所需的互补能力。INTEROP的主要目标之一是建立一个所谓的合作伙伴能力的“知识地图”(KMap),这是一个能力管理系统,用于对NoE成员之间的研究合作和协调程度进行定期诊断。其目的是通过一个基于网络的平台监测互操作性领域的研究现状,该平台允许用户在特定情况下根据他/她的实际需要检索信息。在KMap中,信息通过领域本体进行语义索引和检索,该领域本体是使用基于交错机器学习和协作验证阶段的新方法半自动创建的。本文描述了KMap的体系结构,并对语义索引知识库作为改进信息可访问性和网络分析的一种手段的优势进行了定性和定量评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring the status of a research community through a Knowledge Map
The NoE (Network of Excellence) INTEROP is an instrument for strengthening the excellence of European research in interoperability of enterprise applications, by bringing together the complementary competences required to develop interoperability in a more global and innovative way. One of the main objectives of INTEROP was to build a so-called “Knowledge Map” (KMap) of partner competences, a competency management system used to perform a periodic diagnostic of the extent of the research collaboration and coordination among the NoE members. The aim was to monitor the status of research in the field of interoperability through a web-based platform that allows the user to retrieve information according to his/her actual need in a specific situation. In the KMap, the information is semantically indexed and retrieved through a domain ontology, which was semi-automatically created using a novel methodology, based on interleaved machine learning and collaborative validation phases. This paper describes the architecture of the KMap and provides a qualitative and quantitative evaluation of the advantages of a semantically indexed knowledge base as a means to improve information accessibility and network analysis.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信